Play Browser · 101 plays

Solution plays

Production-grade FAI Protocol plays. Each ships with a manifest, infrastructure code, primitives, and an evaluation suite. All MIT.

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42 of 101 playsClear filters

28-knowledge-graph-raglarge
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
Optimize graph traversal depth, entity resolution thresholds, hybrid graph+vector retrieval weights, cost per query
primitives
10
waf
5
industry
general
- azure
29-mcp-gatewaymedium
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
Optimize tool descriptions for LLM invocation accuracy, response schemas, transport performance
primitives
10
waf
5
industry
general
- azure
32-ai-powered-testingmedium
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
Optimize test prioritization, reduce flaky tests, tune generation prompts, coverage targets
primitives
10
waf
4
industry
general
- azure
38-document-understanding-v2medium
Optimize model selection per doc type, classification thresholds, comparison accuracy, throughput
Optimize model selection per doc type, classification thresholds, comparison accuracy, throughput
primitives
10
waf
4
industry
general
- azure
44-foundry-local-on-devicemedium
Optimize model selection per device class, complexity routing thresholds, local vs cloud cost savings, quantization levels
Optimize model selection per device class, complexity routing thresholds, local vs cloud cost savings, quantization levels
primitives
10
waf
4
industry
general
- azure
45-realtime-event-aimedium
Optimize batch size, anomaly thresholds, LLM-to-rule ratio, consumer scaling, alert aggregation, checkpoint intervals
Optimize batch size, anomaly thresholds, LLM-to-rule ratio, consumer scaling, alert aggregation, checkpoint intervals
primitives
10
waf
4
industry
general
- azure
49-creative-ai-studiolarge
Optimize creative temperature, variation diversity, brand voice fidelity, A/B test performance, cross-platform adaptation quality
Optimize creative temperature, variation diversity, brand voice fidelity, A/B test performance, cross-platform adaptation quality
primitives
10
waf
5
industry
general
- azure
50-financial-risk-intelligencelarge
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
Optimize fraud decision thresholds, risk score accuracy, LLM usage ratio for edge cases, latency for real-time scoring, fairness constraints
primitives
10
waf
6
industry
general
- azure
52-ai-api-gateway-v2medium
Optimize routing rules (complexity-based), cache hit rate, circuit breaker timing, cost per query, per-consumer quotas
Optimize routing rules (complexity-based), cache hit rate, circuit breaker timing, cost per query, per-consumer quotas
primitives
10
waf
4
industry
developer-tools
- azure
56-semantic-code-searchmedium
Optimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
Optimize embedding model selection, boost weights (docstring vs code vs comments), query rewriting, top-k, score threshold, indexing cost
primitives
10
waf
4
industry
developer-tools
- azure
57-ai-translation-enginemedium
Optimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
Optimize LLM refinement ratio, quality score thresholds, glossary coverage, batch throughput, cost per 1K words
primitives
10
waf
4
industry
general
- azure
58-digital-twin-agentmedium
Optimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
Optimize NL→DTDL query accuracy, predictive maintenance confidence, sensor refresh rate, telemetry archival cost, twin update throughput
primitives
10
waf
4
industry
general
- azure